Overview
Brought to you by YData
Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 21.1 KiB |
| Average record size in memory | 216.0 B |
Variable types
| Categorical | 2 |
|---|---|
| TimeSeries | 22 |
| Numeric | 2 |
Timeseries statistics
| Number of series | 22 |
|---|---|
| Time series length | 100 |
| Starting point | 1751995080000 |
| Ending point | 1752001020000 |
| Period | 60000 |
pair has constant value "ETH/EUR" | Constant |
candle_seconds has constant value "60" | Constant |
close is highly overall correlated with ema_14 and 16 other fields | High correlation |
ema_14 is highly overall correlated with close and 13 other fields | High correlation |
ema_21 is highly overall correlated with close and 13 other fields | High correlation |
ema_60 is highly overall correlated with close and 14 other fields | High correlation |
ema_7 is highly overall correlated with close and 13 other fields | High correlation |
high is highly overall correlated with close and 15 other fields | High correlation |
low is highly overall correlated with close and 16 other fields | High correlation |
macd_7 is highly overall correlated with macdsignal_7 and 2 other fields | High correlation |
macdhist_7 is highly overall correlated with close and 5 other fields | High correlation |
macdsignal_7 is highly overall correlated with macd_7 and 2 other fields | High correlation |
obv is highly overall correlated with volume | High correlation |
open is highly overall correlated with close and 14 other fields | High correlation |
rsi_14 is highly overall correlated with close and 8 other fields | High correlation |
rsi_21 is highly overall correlated with macd_7 and 2 other fields | High correlation |
rsi_60 is highly overall correlated with ema_14 and 7 other fields | High correlation |
rsi_7 is highly overall correlated with close and 4 other fields | High correlation |
sma_14 is highly overall correlated with close and 13 other fields | High correlation |
sma_21 is highly overall correlated with close and 13 other fields | High correlation |
sma_60 is highly overall correlated with close and 14 other fields | High correlation |
sma_7 is highly overall correlated with close and 13 other fields | High correlation |
target is highly overall correlated with close and 5 other fields | High correlation |
volume is highly overall correlated with obv | High correlation |
window_end_ms is highly overall correlated with close and 14 other fields | High correlation |
window_start_ms is highly overall correlated with close and 14 other fields | High correlation |
open is non stationary | Non stationary |
high is non stationary | Non stationary |
low is non stationary | Non stationary |
close is non stationary | Non stationary |
window_start_ms is non stationary | Non stationary |
window_end_ms is non stationary | Non stationary |
sma_7 is non stationary | Non stationary |
sma_14 is non stationary | Non stationary |
sma_60 is non stationary | Non stationary |
ema_7 is non stationary | Non stationary |
ema_14 is non stationary | Non stationary |
ema_60 is non stationary | Non stationary |
rsi_21 is non stationary | Non stationary |
rsi_60 is non stationary | Non stationary |
target is non stationary | Non stationary |
window_start_ms is uniformly distributed | Uniform |
window_end_ms is uniformly distributed | Uniform |
volume has unique values | Unique |
window_start_ms has unique values | Unique |
window_end_ms has unique values | Unique |
sma_14 has unique values | Unique |
sma_21 has unique values | Unique |
sma_60 has unique values | Unique |
ema_14 has unique values | Unique |
ema_21 has unique values | Unique |
ema_60 has unique values | Unique |
rsi_7 has unique values | Unique |
rsi_21 has unique values | Unique |
rsi_60 has unique values | Unique |
macd_7 has unique values | Unique |
macdsignal_7 has unique values | Unique |
macdhist_7 has unique values | Unique |
obv has unique values | Unique |
Reproduction
| Analysis started | 2025-07-18 17:17:57.109972 |
|---|---|
| Analysis finished | 2025-07-18 17:18:18.120181 |
| Duration | 21.01 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ETH/EUR |
|---|---|
| 2nd row | ETH/EUR |
| 3rd row | ETH/EUR |
| 4th row | ETH/EUR |
| 5th row | ETH/EUR |
Common Values
| Value | Count | Frequency (%) |
| ETH/EUR | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| eth/eur | 100 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 200 | |
| T | 100 | |
| H | 100 | |
| / | 100 | |
| U | 100 | |
| R | 100 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 200 | |
| T | 100 | |
| H | 100 | |
| / | 100 | |
| U | 100 | |
| R | 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 200 | |
| T | 100 | |
| H | 100 | |
| / | 100 | |
| U | 100 | |
| R | 100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 200 | |
| T | 100 | |
| H | 100 | |
| / | 100 | |
| U | 100 | |
| R | 100 |
open
Numeric time series
High correlation Non stationary
| Distinct | 89 |
|---|---|
| Distinct (%) | 89.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2232.5721 |
|---|---|
| Minimum | 2224.6 |
| Maximum | 2240.47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2224.6 |
|---|---|
| 5-th percentile | 2226.6395 |
| Q1 | 2230.77 |
| median | 2232.52 |
| Q3 | 2234.5075 |
| 95-th percentile | 2238 |
| Maximum | 2240.47 |
| Range | 15.87 |
| Interquartile range (IQR) | 3.7375 |
Descriptive statistics
| Standard deviation | 3.1575173 |
|---|---|
| Coefficient of variation (CV) | 0.0014142958 |
| Kurtosis | 0.12721474 |
| Mean | 2232.5721 |
| Median Absolute Deviation (MAD) | 1.885 |
| Skewness | -0.11157707 |
| Sum | 223257.21 |
| Variance | 9.9699157 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1538032068 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2232.55 | 2 | 2.0% |
| 2231.83 | 2 | 2.0% |
| 2230.63 | 2 | 2.0% |
| 2226.62 | 2 | 2.0% |
| 2231.3 | 2 | 2.0% |
| 2234.05 | 2 | 2.0% |
| 2231.63 | 2 | 2.0% |
| 2231.64 | 2 | 2.0% |
| 2238 | 2 | 2.0% |
| 2232.6 | 2 | 2.0% |
| Other values (79) | 80 |
| Value | Count | Frequency (%) |
| 2224.6 | 1 | |
| 2225.09 | 1 | |
| 2226.62 | 2 | |
| 2226.63 | 1 | |
| 2226.64 | 1 | |
| 2227.06 | 1 | |
| 2227.86 | 1 | |
| 2228.06 | 1 | |
| 2228.12 | 1 | |
| 2228.3 | 1 |
| Value | Count | Frequency (%) |
| 2240.47 | 1 | |
| 2239.46 | 1 | |
| 2239 | 1 | |
| 2238.73 | 1 | |
| 2238 | 2 | |
| 2237.85 | 1 | |
| 2236.57 | 1 | |
| 2236.52 | 1 | |
| 2236.37 | 1 | |
| 2236.33 | 1 |
ACF and PACF
high
Numeric time series
High correlation Non stationary
| Distinct | 85 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2233.2565 |
|---|---|
| Minimum | 2226.56 |
| Maximum | 2241.13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2226.56 |
|---|---|
| 5-th percentile | 2227.4685 |
| Q1 | 2231.84 |
| median | 2233.37 |
| Q3 | 2234.97 |
| 95-th percentile | 2238.791 |
| Maximum | 2241.13 |
| Range | 14.57 |
| Interquartile range (IQR) | 3.13 |
Descriptive statistics
| Standard deviation | 3.1217019 |
|---|---|
| Coefficient of variation (CV) | 0.0013978251 |
| Kurtosis | 0.14705752 |
| Mean | 2233.2565 |
| Median Absolute Deviation (MAD) | 1.535 |
| Skewness | -0.05207969 |
| Sum | 223325.65 |
| Variance | 9.745023 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2333532158 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2234.05 | 4 | 4.0% |
| 2238 | 3 | 3.0% |
| 2232.6 | 3 | 3.0% |
| 2231 | 2 | 2.0% |
| 2231.84 | 2 | 2.0% |
| 2233.38 | 2 | 2.0% |
| 2236.04 | 2 | 2.0% |
| 2226.63 | 2 | 2.0% |
| 2232.14 | 2 | 2.0% |
| 2233.42 | 2 | 2.0% |
| Other values (75) | 76 |
| Value | Count | Frequency (%) |
| 2226.56 | 1 | |
| 2226.63 | 2 | |
| 2226.7 | 1 | |
| 2227.06 | 1 | |
| 2227.49 | 1 | |
| 2227.57 | 1 | |
| 2228.37 | 1 | |
| 2228.52 | 1 | |
| 2228.61 | 1 | |
| 2228.78 | 1 |
| Value | Count | Frequency (%) |
| 2241.13 | 1 | 1.0% |
| 2240.47 | 1 | 1.0% |
| 2239.46 | 1 | 1.0% |
| 2239.32 | 1 | 1.0% |
| 2238.81 | 1 | 1.0% |
| 2238.79 | 1 | 1.0% |
| 2238 | 3 | |
| 2237.85 | 1 | 1.0% |
| 2236.74 | 1 | 1.0% |
| 2236.53 | 1 | 1.0% |
ACF and PACF
low
Numeric time series
High correlation Non stationary
| Distinct | 87 |
|---|---|
| Distinct (%) | 87.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2231.8589 |
|---|---|
| Minimum | 2224.08 |
| Maximum | 2238.72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2224.08 |
|---|---|
| 5-th percentile | 2226.4105 |
| Q1 | 2230.485 |
| median | 2232.015 |
| Q3 | 2233.9525 |
| 95-th percentile | 2236.4345 |
| Maximum | 2238.72 |
| Range | 14.64 |
| Interquartile range (IQR) | 3.4675 |
Descriptive statistics
| Standard deviation | 3.1918213 |
|---|---|
| Coefficient of variation (CV) | 0.0014301179 |
| Kurtosis | -0.053430149 |
| Mean | 2231.8589 |
| Median Absolute Deviation (MAD) | 1.92 |
| Skewness | -0.23491074 |
| Sum | 223185.89 |
| Variance | 10.187723 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.07559218826 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2231.29 | 5 | 5.0% |
| 2230.62 | 4 | 4.0% |
| 2232.2 | 2 | 2.0% |
| 2228.09 | 2 | 2.0% |
| 2231.96 | 2 | 2.0% |
| 2233.36 | 2 | 2.0% |
| 2226.58 | 2 | 2.0% |
| 2238.72 | 2 | 2.0% |
| 2228.5 | 1 | 1.0% |
| 2230.08 | 1 | 1.0% |
| Other values (77) | 77 |
| Value | Count | Frequency (%) |
| 2224.08 | 1 | |
| 2224.84 | 1 | |
| 2224.92 | 1 | |
| 2225.09 | 1 | |
| 2226.04 | 1 | |
| 2226.43 | 1 | |
| 2226.58 | 2 | |
| 2226.63 | 1 | |
| 2226.64 | 1 | |
| 2227.5 | 1 |
| Value | Count | Frequency (%) |
| 2238.72 | 2 | |
| 2238.41 | 1 | |
| 2238 | 1 | |
| 2237.47 | 1 | |
| 2236.38 | 1 | |
| 2236.37 | 1 | |
| 2236.06 | 1 | |
| 2235.99 | 1 | |
| 2235.98 | 1 | |
| 2235.91 | 1 |
ACF and PACF
close
Numeric time series
High correlation Non stationary
| Distinct | 93 |
|---|---|
| Distinct (%) | 93.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2232.5613 |
|---|---|
| Minimum | 2224.84 |
| Maximum | 2239.18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2224.84 |
|---|---|
| 5-th percentile | 2226.579 |
| Q1 | 2231.1875 |
| median | 2232.67 |
| Q3 | 2234.53 |
| 95-th percentile | 2238.0205 |
| Maximum | 2239.18 |
| Range | 14.34 |
| Interquartile range (IQR) | 3.3425 |
Descriptive statistics
| Standard deviation | 3.2009388 |
|---|---|
| Coefficient of variation (CV) | 0.0014337518 |
| Kurtosis | -0.037444351 |
| Mean | 2232.5613 |
| Median Absolute Deviation (MAD) | 1.83 |
| Skewness | -0.24413225 |
| Sum | 223256.13 |
| Variance | 10.246009 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.05300100673 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2234.53 | 3 | 3.0% |
| 2231.84 | 2 | 2.0% |
| 2231 | 2 | 2.0% |
| 2238 | 2 | 2.0% |
| 2232.79 | 2 | 2.0% |
| 2231.3 | 2 | 2.0% |
| 2228.71 | 1 | 1.0% |
| 2228.62 | 1 | 1.0% |
| 2229.19 | 1 | 1.0% |
| 2229.4 | 1 | 1.0% |
| Other values (83) | 83 |
| Value | Count | Frequency (%) |
| 2224.84 | 1 | |
| 2225.23 | 1 | |
| 2226.04 | 1 | |
| 2226.43 | 1 | |
| 2226.56 | 1 | |
| 2226.58 | 1 | |
| 2226.63 | 1 | |
| 2226.68 | 1 | |
| 2227.15 | 1 | |
| 2228.09 | 1 |
| Value | Count | Frequency (%) |
| 2239.18 | 1 | |
| 2238.81 | 1 | |
| 2238.79 | 1 | |
| 2238.72 | 1 | |
| 2238.41 | 1 | |
| 2238 | 2 | |
| 2237.99 | 1 | |
| 2236.56 | 1 | |
| 2236.53 | 1 | |
| 2236.5 | 1 |
ACF and PACF
volume
Real number (ℝ)
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.809137 |
| Minimum | 0.0321743 |
|---|---|
| Maximum | 805.78962 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.0321743 |
|---|---|
| 5-th percentile | 0.088659096 |
| Q1 | 0.42654434 |
| median | 1.6500478 |
| Q3 | 5.6712958 |
| 95-th percentile | 29.838996 |
| Maximum | 805.78962 |
| Range | 805.75744 |
| Interquartile range (IQR) | 5.2447515 |
Descriptive statistics
| Standard deviation | 80.673606 |
|---|---|
| Coefficient of variation (CV) | 5.8420455 |
| Kurtosis | 96.59189 |
| Mean | 13.809137 |
| Median Absolute Deviation (MAD) | 1.3530768 |
| Skewness | 9.7523806 |
| Sum | 1380.9137 |
| Variance | 6508.2307 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 18.94995462 | 1 | 1.0% |
| 6.35891736 | 1 | 1.0% |
| 13.40398024 | 1 | 1.0% |
| 18.0017557 | 1 | 1.0% |
| 2.02466316 | 1 | 1.0% |
| 18.8616936 | 1 | 1.0% |
| 11.20648477 | 1 | 1.0% |
| 0.80789053 | 1 | 1.0% |
| 9.36610264 | 1 | 1.0% |
| 1.53413108 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 0.0321743 | 1 | |
| 0.04809814 | 1 | |
| 0.05372216 | 1 | |
| 0.055102 | 1 | |
| 0.08738507 | 1 | |
| 0.08872615 | 1 | |
| 0.1025109 | 1 | |
| 0.1345293 | 1 | |
| 0.18378563 | 1 | |
| 0.19946723 | 1 |
| Value | Count | Frequency (%) |
| 805.7896151 | 1 | |
| 58.80823865 | 1 | |
| 46.6760611 | 1 | |
| 43.15335119 | 1 | |
| 40.1093201 | 1 | |
| 29.2984526 | 1 | |
| 25.96430709 | 1 | |
| 20.39150256 | 1 | |
| 18.94995462 | 1 | |
| 18.8616936 | 1 |
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.751998 × 1012 |
|---|---|
| Minimum | 1.7519951 × 1012 |
| Maximum | 1.752001 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 1.7519951 × 1012 |
|---|---|
| 5-th percentile | 1.7519954 × 1012 |
| Q1 | 1.7519966 × 1012 |
| median | 1.751998 × 1012 |
| Q3 | 1.7519995 × 1012 |
| 95-th percentile | 1.7520007 × 1012 |
| Maximum | 1.752001 × 1012 |
| Range | 5940000 |
| Interquartile range (IQR) | 2970000 |
Descriptive statistics
| Standard deviation | 1740689.5 |
|---|---|
| Coefficient of variation (CV) | 9.9354535 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.751998 × 1012 |
| Median Absolute Deviation (MAD) | 1500000 |
| Skewness | 3.2018039 × 10-17 |
| Sum | 1.751998 × 1014 |
| Variance | 3.03 × 1012 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585144162 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75199508 × 1012 | 1 | 1.0% |
| 1.75199514 × 1012 | 1 | 1.0% |
| 1.7519952 × 1012 | 1 | 1.0% |
| 1.75199526 × 1012 | 1 | 1.0% |
| 1.75199532 × 1012 | 1 | 1.0% |
| 1.75199538 × 1012 | 1 | 1.0% |
| 1.75199544 × 1012 | 1 | 1.0% |
| 1.7519955 × 1012 | 1 | 1.0% |
| 1.75199556 × 1012 | 1 | 1.0% |
| 1.75199562 × 1012 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1.75199508 × 1012 | 1 | |
| 1.75199514 × 1012 | 1 | |
| 1.7519952 × 1012 | 1 | |
| 1.75199526 × 1012 | 1 | |
| 1.75199532 × 1012 | 1 | |
| 1.75199538 × 1012 | 1 | |
| 1.75199544 × 1012 | 1 | |
| 1.7519955 × 1012 | 1 | |
| 1.75199556 × 1012 | 1 | |
| 1.75199562 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75200102 × 1012 | 1 | |
| 1.75200096 × 1012 | 1 | |
| 1.7520009 × 1012 | 1 | |
| 1.75200084 × 1012 | 1 | |
| 1.75200078 × 1012 | 1 | |
| 1.75200072 × 1012 | 1 | |
| 1.75200066 × 1012 | 1 | |
| 1.7520006 × 1012 | 1 | |
| 1.75200054 × 1012 | 1 | |
| 1.75200048 × 1012 | 1 |
ACF and PACF
window_end_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7519981 × 1012 |
|---|---|
| Minimum | 1.7519951 × 1012 |
| Maximum | 1.7520011 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 1.7519951 × 1012 |
|---|---|
| 5-th percentile | 1.7519954 × 1012 |
| Q1 | 1.7519966 × 1012 |
| median | 1.7519981 × 1012 |
| Q3 | 1.7519996 × 1012 |
| 95-th percentile | 1.7520008 × 1012 |
| Maximum | 1.7520011 × 1012 |
| Range | 5940000 |
| Interquartile range (IQR) | 2970000 |
Descriptive statistics
| Standard deviation | 1740689.5 |
|---|---|
| Coefficient of variation (CV) | 9.9354532 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7519981 × 1012 |
| Median Absolute Deviation (MAD) | 1500000 |
| Skewness | 3.2018039 × 10-17 |
| Sum | 1.7519981 × 1014 |
| Variance | 3.03 × 1012 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585306293 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75199514 × 1012 | 1 | 1.0% |
| 1.7519952 × 1012 | 1 | 1.0% |
| 1.75199526 × 1012 | 1 | 1.0% |
| 1.75199532 × 1012 | 1 | 1.0% |
| 1.75199538 × 1012 | 1 | 1.0% |
| 1.75199544 × 1012 | 1 | 1.0% |
| 1.7519955 × 1012 | 1 | 1.0% |
| 1.75199556 × 1012 | 1 | 1.0% |
| 1.75199562 × 1012 | 1 | 1.0% |
| 1.75199568 × 1012 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1.75199514 × 1012 | 1 | |
| 1.7519952 × 1012 | 1 | |
| 1.75199526 × 1012 | 1 | |
| 1.75199532 × 1012 | 1 | |
| 1.75199538 × 1012 | 1 | |
| 1.75199544 × 1012 | 1 | |
| 1.7519955 × 1012 | 1 | |
| 1.75199556 × 1012 | 1 | |
| 1.75199562 × 1012 | 1 | |
| 1.75199568 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75200108 × 1012 | 1 | |
| 1.75200102 × 1012 | 1 | |
| 1.75200096 × 1012 | 1 | |
| 1.7520009 × 1012 | 1 | |
| 1.75200084 × 1012 | 1 | |
| 1.75200078 × 1012 | 1 | |
| 1.75200072 × 1012 | 1 | |
| 1.75200066 × 1012 | 1 | |
| 1.7520006 × 1012 | 1 | |
| 1.75200054 × 1012 | 1 |
ACF and PACF
candle_seconds
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| 60 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 60 |
|---|---|
| 2nd row | 60 |
| 3rd row | 60 |
| 4th row | 60 |
| 5th row | 60 |
Common Values
| Value | Count | Frequency (%) |
| 60 | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 60 | 100 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 100 | |
| 0 | 100 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 6 | 100 | |
| 0 | 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 6 | 100 | |
| 0 | 100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 6 | 100 | |
| 0 | 100 |
sma_7
Numeric time series
High correlation Non stationary
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2232.4151 |
|---|---|
| Minimum | 2226.3914 |
| Maximum | 2237.7143 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2226.3914 |
|---|---|
| 5-th percentile | 2227.3603 |
| Q1 | 2230.7943 |
| median | 2232.6279 |
| Q3 | 2234.0232 |
| 95-th percentile | 2236.0549 |
| Maximum | 2237.7143 |
| Range | 11.322857 |
| Interquartile range (IQR) | 3.2289286 |
Descriptive statistics
| Standard deviation | 2.5318702 |
|---|---|
| Coefficient of variation (CV) | 0.0011341395 |
| Kurtosis | -0.11936482 |
| Mean | 2232.4151 |
| Median Absolute Deviation (MAD) | 1.5485714 |
| Skewness | -0.38942729 |
| Sum | 223241.51 |
| Variance | 6.4103666 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1788343472 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2229.528571 | 2 | 2.0% |
| 2231.234286 | 1 | 1.0% |
| 2231.495714 | 1 | 1.0% |
| 2230.83 | 1 | 1.0% |
| 2230.655714 | 1 | 1.0% |
| 2229.972857 | 1 | 1.0% |
| 2230.528571 | 1 | 1.0% |
| 2230.822857 | 1 | 1.0% |
| 2230.308571 | 1 | 1.0% |
| 2230.211429 | 1 | 1.0% |
| Other values (89) | 89 |
| Value | Count | Frequency (%) |
| 2226.391429 | 1 | |
| 2226.614286 | 1 | |
| 2226.714286 | 1 | |
| 2226.748571 | 1 | |
| 2227.23 | 1 | |
| 2227.367143 | 1 | |
| 2227.801429 | 1 | |
| 2228.152857 | 1 | |
| 2228.418571 | 1 | |
| 2228.711429 | 1 |
| Value | Count | Frequency (%) |
| 2237.714286 | 1 | |
| 2237.404286 | 1 | |
| 2236.911429 | 1 | |
| 2236.601429 | 1 | |
| 2236.338571 | 1 | |
| 2236.04 | 1 | |
| 2235.971429 | 1 | |
| 2235.74 | 1 | |
| 2235.721429 | 1 | |
| 2235.614286 | 1 |
ACF and PACF
sma_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2232.1439 |
|---|---|
| Minimum | 2226.5471 |
| Maximum | 2236.0079 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2226.5471 |
|---|---|
| 5-th percentile | 2227.9768 |
| Q1 | 2230.462 |
| median | 2232.6789 |
| Q3 | 2233.8064 |
| 95-th percentile | 2235.1335 |
| Maximum | 2236.0079 |
| Range | 9.4607143 |
| Interquartile range (IQR) | 3.3444643 |
Descriptive statistics
| Standard deviation | 2.2273328 |
|---|---|
| Coefficient of variation (CV) | 0.00099784462 |
| Kurtosis | -0.68434297 |
| Mean | 2232.1439 |
| Median Absolute Deviation (MAD) | 1.705 |
| Skewness | -0.48454815 |
| Sum | 223214.39 |
| Variance | 4.9610114 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3587697556 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2226.547143 | 1 | 1.0% |
| 2227.467857 | 1 | 1.0% |
| 2228.757857 | 1 | 1.0% |
| 2229.531429 | 1 | 1.0% |
| 2229.852143 | 1 | 1.0% |
| 2230.339286 | 1 | 1.0% |
| 2230.722143 | 1 | 1.0% |
| 2231.012143 | 1 | 1.0% |
| 2231.028571 | 1 | 1.0% |
| 2230.569286 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2226.547143 | 1 | |
| 2227.467857 | 1 | |
| 2227.865714 | 1 | |
| 2227.892857 | 1 | |
| 2227.970714 | 1 | |
| 2227.977143 | 1 | |
| 2228.048571 | 1 | |
| 2228.338571 | 1 | |
| 2228.51 | 1 | |
| 2228.757857 | 1 |
| Value | Count | Frequency (%) |
| 2236.007857 | 1 | |
| 2235.792857 | 1 | |
| 2235.567857 | 1 | |
| 2235.239286 | 1 | |
| 2235.145714 | 1 | |
| 2235.132857 | 1 | |
| 2234.935 | 1 | |
| 2234.882857 | 1 | |
| 2234.871429 | 1 | |
| 2234.835 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2231.4469 |
|---|---|
| Minimum | 2218.4271 |
| Maximum | 2235.199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2218.4271 |
|---|---|
| 5-th percentile | 2225.1038 |
| Q1 | 2230.0952 |
| median | 2232.6257 |
| Q3 | 2233.4585 |
| 95-th percentile | 2234.3865 |
| Maximum | 2235.199 |
| Range | 16.771905 |
| Interquartile range (IQR) | 3.3632143 |
Descriptive statistics
| Standard deviation | 3.1448606 |
|---|---|
| Coefficient of variation (CV) | 0.001409337 |
| Kurtosis | 5.1170258 |
| Mean | 2231.4469 |
| Median Absolute Deviation (MAD) | 1.5061905 |
| Skewness | -2.0445754 |
| Sum | 223144.69 |
| Variance | 9.8901485 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.03011756269 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2218.427143 | 1 | 1.0% |
| 2219.568571 | 1 | 1.0% |
| 2221.049524 | 1 | 1.0% |
| 2222.430952 | 1 | 1.0% |
| 2223.71 | 1 | 1.0% |
| 2225.177143 | 1 | 1.0% |
| 2226.55 | 1 | 1.0% |
| 2227.874286 | 1 | 1.0% |
| 2228.58619 | 1 | 1.0% |
| 2229.274762 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2218.427143 | 1 | |
| 2219.568571 | 1 | |
| 2221.049524 | 1 | |
| 2222.430952 | 1 | |
| 2223.71 | 1 | |
| 2225.177143 | 1 | |
| 2226.55 | 1 | |
| 2227.874286 | 1 | |
| 2228.58619 | 1 | |
| 2228.92 | 1 |
| Value | Count | Frequency (%) |
| 2235.199048 | 1 | |
| 2234.890476 | 1 | |
| 2234.637619 | 1 | |
| 2234.55619 | 1 | |
| 2234.537619 | 1 | |
| 2234.378571 | 1 | |
| 2234.36619 | 1 | |
| 2234.317619 | 1 | |
| 2234.219524 | 1 | |
| 2234.134286 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2225.7894 |
|---|---|
| Minimum | 2206.4697 |
| Maximum | 2233.8622 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2206.4697 |
|---|---|
| 5-th percentile | 2209.3832 |
| Q1 | 2219.0305 |
| median | 2231.0394 |
| Q3 | 2232.2559 |
| 95-th percentile | 2233.7565 |
| Maximum | 2233.8622 |
| Range | 27.3925 |
| Interquartile range (IQR) | 13.225333 |
Descriptive statistics
| Standard deviation | 8.5110326 |
|---|---|
| Coefficient of variation (CV) | 0.0038238265 |
| Kurtosis | -0.71033106 |
| Mean | 2225.7894 |
| Median Absolute Deviation (MAD) | 2.7158333 |
| Skewness | -0.86317253 |
| Sum | 222578.94 |
| Variance | 72.437677 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2353241007 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2206.469667 | 1 | 1.0% |
| 2207.069 | 1 | 1.0% |
| 2207.730333 | 1 | 1.0% |
| 2208.3085 | 1 | 1.0% |
| 2208.833833 | 1 | 1.0% |
| 2209.412167 | 1 | 1.0% |
| 2209.981 | 1 | 1.0% |
| 2210.571167 | 1 | 1.0% |
| 2210.970333 | 1 | 1.0% |
| 2211.440667 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2206.469667 | 1 | |
| 2207.069 | 1 | |
| 2207.730333 | 1 | |
| 2208.3085 | 1 | |
| 2208.833833 | 1 | |
| 2209.412167 | 1 | |
| 2209.981 | 1 | |
| 2210.571167 | 1 | |
| 2210.970333 | 1 | |
| 2211.440667 | 1 |
| Value | Count | Frequency (%) |
| 2233.862167 | 1 | |
| 2233.862 | 1 | |
| 2233.805667 | 1 | |
| 2233.797667 | 1 | |
| 2233.768333 | 1 | |
| 2233.755833 | 1 | |
| 2233.755667 | 1 | |
| 2233.754833 | 1 | |
| 2233.717833 | 1 | |
| 2233.7115 | 1 |
ACF and PACF
ema_7
Numeric time series
High correlation Non stationary
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2232.4151 |
|---|---|
| Minimum | 2226.3914 |
| Maximum | 2237.7143 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2226.3914 |
|---|---|
| 5-th percentile | 2227.3603 |
| Q1 | 2230.7943 |
| median | 2232.6279 |
| Q3 | 2234.0232 |
| 95-th percentile | 2236.0549 |
| Maximum | 2237.7143 |
| Range | 11.322857 |
| Interquartile range (IQR) | 3.2289286 |
Descriptive statistics
| Standard deviation | 2.5318702 |
|---|---|
| Coefficient of variation (CV) | 0.0011341395 |
| Kurtosis | -0.11936482 |
| Mean | 2232.4151 |
| Median Absolute Deviation (MAD) | 1.5485714 |
| Skewness | -0.38942729 |
| Sum | 223241.51 |
| Variance | 6.4103666 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1788343472 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2229.528571 | 2 | 2.0% |
| 2231.234286 | 1 | 1.0% |
| 2231.495714 | 1 | 1.0% |
| 2230.83 | 1 | 1.0% |
| 2230.655714 | 1 | 1.0% |
| 2229.972857 | 1 | 1.0% |
| 2230.528571 | 1 | 1.0% |
| 2230.822857 | 1 | 1.0% |
| 2230.308571 | 1 | 1.0% |
| 2230.211429 | 1 | 1.0% |
| Other values (89) | 89 |
| Value | Count | Frequency (%) |
| 2226.391429 | 1 | |
| 2226.614286 | 1 | |
| 2226.714286 | 1 | |
| 2226.748571 | 1 | |
| 2227.23 | 1 | |
| 2227.367143 | 1 | |
| 2227.801429 | 1 | |
| 2228.152857 | 1 | |
| 2228.418571 | 1 | |
| 2228.711429 | 1 |
| Value | Count | Frequency (%) |
| 2237.714286 | 1 | |
| 2237.404286 | 1 | |
| 2236.911429 | 1 | |
| 2236.601429 | 1 | |
| 2236.338571 | 1 | |
| 2236.04 | 1 | |
| 2235.971429 | 1 | |
| 2235.74 | 1 | |
| 2235.721429 | 1 | |
| 2235.614286 | 1 |
ACF and PACF
ema_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2232.1439 |
|---|---|
| Minimum | 2226.5471 |
| Maximum | 2236.0079 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2226.5471 |
|---|---|
| 5-th percentile | 2227.9768 |
| Q1 | 2230.462 |
| median | 2232.6789 |
| Q3 | 2233.8064 |
| 95-th percentile | 2235.1335 |
| Maximum | 2236.0079 |
| Range | 9.4607143 |
| Interquartile range (IQR) | 3.3444643 |
Descriptive statistics
| Standard deviation | 2.2273328 |
|---|---|
| Coefficient of variation (CV) | 0.00099784462 |
| Kurtosis | -0.68434297 |
| Mean | 2232.1439 |
| Median Absolute Deviation (MAD) | 1.705 |
| Skewness | -0.48454815 |
| Sum | 223214.39 |
| Variance | 4.9610114 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3587697556 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2226.547143 | 1 | 1.0% |
| 2227.467857 | 1 | 1.0% |
| 2228.757857 | 1 | 1.0% |
| 2229.531429 | 1 | 1.0% |
| 2229.852143 | 1 | 1.0% |
| 2230.339286 | 1 | 1.0% |
| 2230.722143 | 1 | 1.0% |
| 2231.012143 | 1 | 1.0% |
| 2231.028571 | 1 | 1.0% |
| 2230.569286 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2226.547143 | 1 | |
| 2227.467857 | 1 | |
| 2227.865714 | 1 | |
| 2227.892857 | 1 | |
| 2227.970714 | 1 | |
| 2227.977143 | 1 | |
| 2228.048571 | 1 | |
| 2228.338571 | 1 | |
| 2228.51 | 1 | |
| 2228.757857 | 1 |
| Value | Count | Frequency (%) |
| 2236.007857 | 1 | |
| 2235.792857 | 1 | |
| 2235.567857 | 1 | |
| 2235.239286 | 1 | |
| 2235.145714 | 1 | |
| 2235.132857 | 1 | |
| 2234.935 | 1 | |
| 2234.882857 | 1 | |
| 2234.871429 | 1 | |
| 2234.835 | 1 |
ACF and PACF
ema_21
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2231.4469 |
|---|---|
| Minimum | 2218.4271 |
| Maximum | 2235.199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2218.4271 |
|---|---|
| 5-th percentile | 2225.1038 |
| Q1 | 2230.0952 |
| median | 2232.6257 |
| Q3 | 2233.4585 |
| 95-th percentile | 2234.3865 |
| Maximum | 2235.199 |
| Range | 16.771905 |
| Interquartile range (IQR) | 3.3632143 |
Descriptive statistics
| Standard deviation | 3.1448606 |
|---|---|
| Coefficient of variation (CV) | 0.001409337 |
| Kurtosis | 5.1170258 |
| Mean | 2231.4469 |
| Median Absolute Deviation (MAD) | 1.5061905 |
| Skewness | -2.0445754 |
| Sum | 223144.69 |
| Variance | 9.8901485 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.03011756269 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2218.427143 | 1 | 1.0% |
| 2219.568571 | 1 | 1.0% |
| 2221.049524 | 1 | 1.0% |
| 2222.430952 | 1 | 1.0% |
| 2223.71 | 1 | 1.0% |
| 2225.177143 | 1 | 1.0% |
| 2226.55 | 1 | 1.0% |
| 2227.874286 | 1 | 1.0% |
| 2228.58619 | 1 | 1.0% |
| 2229.274762 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2218.427143 | 1 | |
| 2219.568571 | 1 | |
| 2221.049524 | 1 | |
| 2222.430952 | 1 | |
| 2223.71 | 1 | |
| 2225.177143 | 1 | |
| 2226.55 | 1 | |
| 2227.874286 | 1 | |
| 2228.58619 | 1 | |
| 2228.92 | 1 |
| Value | Count | Frequency (%) |
| 2235.199048 | 1 | |
| 2234.890476 | 1 | |
| 2234.637619 | 1 | |
| 2234.55619 | 1 | |
| 2234.537619 | 1 | |
| 2234.378571 | 1 | |
| 2234.36619 | 1 | |
| 2234.317619 | 1 | |
| 2234.219524 | 1 | |
| 2234.134286 | 1 |
ACF and PACF
ema_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2225.7894 |
|---|---|
| Minimum | 2206.4697 |
| Maximum | 2233.8622 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2206.4697 |
|---|---|
| 5-th percentile | 2209.3832 |
| Q1 | 2219.0305 |
| median | 2231.0394 |
| Q3 | 2232.2559 |
| 95-th percentile | 2233.7565 |
| Maximum | 2233.8622 |
| Range | 27.3925 |
| Interquartile range (IQR) | 13.225333 |
Descriptive statistics
| Standard deviation | 8.5110326 |
|---|---|
| Coefficient of variation (CV) | 0.0038238265 |
| Kurtosis | -0.71033106 |
| Mean | 2225.7894 |
| Median Absolute Deviation (MAD) | 2.7158333 |
| Skewness | -0.86317253 |
| Sum | 222578.94 |
| Variance | 72.437677 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2353241007 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2206.469667 | 1 | 1.0% |
| 2207.069 | 1 | 1.0% |
| 2207.730333 | 1 | 1.0% |
| 2208.3085 | 1 | 1.0% |
| 2208.833833 | 1 | 1.0% |
| 2209.412167 | 1 | 1.0% |
| 2209.981 | 1 | 1.0% |
| 2210.571167 | 1 | 1.0% |
| 2210.970333 | 1 | 1.0% |
| 2211.440667 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2206.469667 | 1 | |
| 2207.069 | 1 | |
| 2207.730333 | 1 | |
| 2208.3085 | 1 | |
| 2208.833833 | 1 | |
| 2209.412167 | 1 | |
| 2209.981 | 1 | |
| 2210.571167 | 1 | |
| 2210.970333 | 1 | |
| 2211.440667 | 1 |
| Value | Count | Frequency (%) |
| 2233.862167 | 1 | |
| 2233.862 | 1 | |
| 2233.805667 | 1 | |
| 2233.797667 | 1 | |
| 2233.768333 | 1 | |
| 2233.755833 | 1 | |
| 2233.755667 | 1 | |
| 2233.754833 | 1 | |
| 2233.717833 | 1 | |
| 2233.7115 | 1 |
ACF and PACF
rsi_7
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.488602 |
|---|---|
| Minimum | 0 |
| Maximum | 92.857143 |
| Zeros | 1 |
| Zeros (%) | 1.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11.916667 |
| Q1 | 36.148639 |
| median | 50.094518 |
| Q3 | 62.981536 |
| 95-th percentile | 85.632889 |
| Maximum | 92.857143 |
| Range | 92.857143 |
| Interquartile range (IQR) | 26.832897 |
Descriptive statistics
| Standard deviation | 22.009447 |
|---|---|
| Coefficient of variation (CV) | 0.43592903 |
| Kurtosis | -0.47421 |
| Mean | 50.488602 |
| Median Absolute Deviation (MAD) | 13.52865 |
| Skewness | -0.15942645 |
| Sum | 5048.8602 |
| Variance | 484.41577 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.0006841080236 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 44.34615385 | 1 | 1.0% |
| 46.62486167 | 1 | 1.0% |
| 44.58062045 | 1 | 1.0% |
| 47.51020408 | 1 | 1.0% |
| 39.90709459 | 1 | 1.0% |
| 43.86587771 | 1 | 1.0% |
| 50 | 1 | 1.0% |
| 72.96587927 | 1 | 1.0% |
| 56.15292712 | 1 | 1.0% |
| 33.75451264 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 7.465277778 | 1 | |
| 7.570422535 | 1 | |
| 8.2616179 | 1 | |
| 8.333333333 | 1 | |
| 12.10526316 | 1 | |
| 12.82527881 | 1 | |
| 14.0651801 | 1 | |
| 14.52631579 | 1 | |
| 15.00484027 | 1 |
| Value | Count | Frequency (%) |
| 92.85714286 | 1 | |
| 92.00968523 | 1 | |
| 88.84353741 | 1 | |
| 88.4180791 | 1 | |
| 87.82161235 | 1 | |
| 85.51769332 | 1 | |
| 84.11764706 | 1 | |
| 83.46303502 | 1 | |
| 83.41625207 | 1 | |
| 82.92117465 | 1 |
ACF and PACF
rsi_14
Numeric time series
High correlation
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.124547 |
|---|---|
| Minimum | 11.132255 |
| Maximum | 82.111437 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 11.132255 |
|---|---|
| 5-th percentile | 33.966752 |
| Q1 | 42.869505 |
| median | 53.107055 |
| Q3 | 63.290331 |
| 95-th percentile | 73.703422 |
| Maximum | 82.111437 |
| Range | 70.979182 |
| Interquartile range (IQR) | 20.420826 |
Descriptive statistics
| Standard deviation | 13.275662 |
|---|---|
| Coefficient of variation (CV) | 0.24989695 |
| Kurtosis | 0.010335073 |
| Mean | 53.124547 |
| Median Absolute Deviation (MAD) | 10.43946 |
| Skewness | -0.17830822 |
| Sum | 5312.4547 |
| Variance | 176.24321 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.02517313752 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 48.4236055 | 2 | 2.0% |
| 65.4076022 | 1 | 1.0% |
| 70.91457286 | 1 | 1.0% |
| 61.98273954 | 1 | 1.0% |
| 55.3979322 | 1 | 1.0% |
| 57.76411658 | 1 | 1.0% |
| 56.29995299 | 1 | 1.0% |
| 54.92240543 | 1 | 1.0% |
| 50.2622577 | 1 | 1.0% |
| 41.35520301 | 1 | 1.0% |
| Other values (89) | 89 |
| Value | Count | Frequency (%) |
| 11.132255 | 1 | |
| 24.03536977 | 1 | |
| 25.81453634 | 1 | |
| 30.53302433 | 1 | |
| 32.80726925 | 1 | |
| 34.02777778 | 1 | |
| 34.87055016 | 1 | |
| 36.39427127 | 1 | |
| 36.58070678 | 1 | |
| 38.51806491 | 1 |
| Value | Count | Frequency (%) |
| 82.11143695 | 1 | |
| 78.7428023 | 1 | |
| 75.22522523 | 1 | |
| 74.17279412 | 1 | |
| 73.73695198 | 1 | |
| 73.70165746 | 1 | |
| 73.1092437 | 1 | |
| 73.05893358 | 1 | |
| 72.54901961 | 1 | |
| 71.82222222 | 1 |
ACF and PACF
rsi_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.542258 |
|---|---|
| Minimum | 33.867055 |
| Maximum | 75.15528 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 33.867055 |
|---|---|
| 5-th percentile | 40.151384 |
| Q1 | 46.817831 |
| median | 54.673228 |
| Q3 | 60.781671 |
| 95-th percentile | 71.417699 |
| Maximum | 75.15528 |
| Range | 41.288225 |
| Interquartile range (IQR) | 13.963839 |
Descriptive statistics
| Standard deviation | 9.7051447 |
|---|---|
| Coefficient of variation (CV) | 0.17793808 |
| Kurtosis | -0.70289443 |
| Mean | 54.542258 |
| Median Absolute Deviation (MAD) | 7.2323651 |
| Skewness | 0.16605058 |
| Sum | 5454.2258 |
| Variance | 94.189833 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1744834368 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 70.41284404 | 1 | 1.0% |
| 70.83985394 | 1 | 1.0% |
| 74.74538511 | 1 | 1.0% |
| 72.33944248 | 1 | 1.0% |
| 70.497558 | 1 | 1.0% |
| 72.68443528 | 1 | 1.0% |
| 71.83760036 | 1 | 1.0% |
| 71.39559932 | 1 | 1.0% |
| 62.7625064 | 1 | 1.0% |
| 62.44834711 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 33.86705483 | 1 | |
| 37.8440367 | 1 | |
| 38.59496964 | 1 | |
| 38.85819521 | 1 | |
| 39.57314362 | 1 | |
| 40.18181818 | 1 | |
| 41.511772 | 1 | |
| 41.53225806 | 1 | |
| 41.73913043 | 1 | |
| 41.88250158 | 1 |
| Value | Count | Frequency (%) |
| 75.1552795 | 1 | |
| 74.74538511 | 1 | |
| 72.68443528 | 1 | |
| 72.33944248 | 1 | |
| 71.83760036 | 1 | |
| 71.39559932 | 1 | |
| 70.83985394 | 1 | |
| 70.497558 | 1 | |
| 70.41284404 | 1 | |
| 69.62481962 | 1 |
ACF and PACF
rsi_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.020969 |
|---|---|
| Minimum | 46.880177 |
| Maximum | 67.626155 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 46.880177 |
|---|---|
| 5-th percentile | 48.851461 |
| Q1 | 51.936462 |
| median | 57.255283 |
| Q3 | 63.782036 |
| 95-th percentile | 66.337851 |
| Maximum | 67.626155 |
| Range | 20.745978 |
| Interquartile range (IQR) | 11.845574 |
Descriptive statistics
| Standard deviation | 6.3113172 |
|---|---|
| Coefficient of variation (CV) | 0.10877649 |
| Kurtosis | -1.5793953 |
| Mean | 58.020969 |
| Median Absolute Deviation (MAD) | 5.829 |
| Skewness | -0.094548586 |
| Sum | 5802.0969 |
| Variance | 39.832724 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5938759438 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 66.63003663 | 1 | 1.0% |
| 66.51966189 | 1 | 1.0% |
| 67.62615494 | 1 | 1.0% |
| 65.35091601 | 1 | 1.0% |
| 64.00142146 | 1 | 1.0% |
| 64.99308676 | 1 | 1.0% |
| 64.80951141 | 1 | 1.0% |
| 65.53751645 | 1 | 1.0% |
| 60.99329845 | 1 | 1.0% |
| 63.33648393 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 46.8801767 | 1 | |
| 47.25877193 | 1 | |
| 47.59397131 | 1 | |
| 48.44444444 | 1 | |
| 48.7451599 | 1 | |
| 48.85705578 | 1 | |
| 49.74695811 | 1 | |
| 49.80640998 | 1 | |
| 49.81733158 | 1 | |
| 50.00866101 | 1 |
| Value | Count | Frequency (%) |
| 67.62615494 | 1 | |
| 66.97974758 | 1 | |
| 66.63003663 | 1 | |
| 66.51966189 | 1 | |
| 66.38603332 | 1 | |
| 66.33531552 | 1 | |
| 66.28824834 | 1 | |
| 66.09024051 | 1 | |
| 65.777121 | 1 | |
| 65.71328303 | 1 |
ACF and PACF
macd_7
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49690064 |
|---|---|
| Minimum | -1.0909289 |
| Maximum | 4.9989532 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -1.0909289 |
|---|---|
| 5-th percentile | -0.88751395 |
| Q1 | -0.26208077 |
| median | 0.20834515 |
| Q3 | 0.83183599 |
| 95-th percentile | 3.0830246 |
| Maximum | 4.9989532 |
| Range | 6.0898821 |
| Interquartile range (IQR) | 1.0939168 |
Descriptive statistics
| Standard deviation | 1.2105202 |
|---|---|
| Coefficient of variation (CV) | 2.4361414 |
| Kurtosis | 3.0369785 |
| Mean | 0.49690064 |
| Median Absolute Deviation (MAD) | 0.51318879 |
| Skewness | 1.6999521 |
| Sum | 49.690064 |
| Variance | 1.4653592 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.001357688178 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 4.998953212 | 1 | 1.0% |
| 4.280789633 | 1 | 1.0% |
| 4.345252524 | 1 | 1.0% |
| 3.96364517 | 1 | 1.0% |
| 3.317361551 | 1 | 1.0% |
| 3.070691045 | 1 | 1.0% |
| 2.706130918 | 1 | 1.0% |
| 2.268660058 | 1 | 1.0% |
| 1.34437694 | 1 | 1.0% |
| 0.8149531288 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| -1.090928879 | 1 | |
| -1.034823818 | 1 | |
| -0.983434262 | 1 | |
| -0.9594151168 | 1 | |
| -0.9378993082 | 1 | |
| -0.8848620859 | 1 | |
| -0.8494945499 | 1 | |
| -0.6331833163 | 1 | |
| -0.5490466898 | 1 | |
| -0.5325985687 | 1 |
| Value | Count | Frequency (%) |
| 4.998953212 | 1 | |
| 4.345252524 | 1 | |
| 4.280789633 | 1 | |
| 3.96364517 | 1 | |
| 3.317361551 | 1 | |
| 3.070691045 | 1 | |
| 2.706130918 | 1 | |
| 2.434614274 | 1 | |
| 2.303651724 | 1 | |
| 2.30244627 | 1 |
ACF and PACF
macdsignal_7
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72345454 |
|---|---|
| Minimum | -1.4032954 |
| Maximum | 7.7448461 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -1.4032954 |
|---|---|
| 5-th percentile | -1.0119665 |
| Q1 | -0.39065108 |
| median | 0.19621616 |
| Q3 | 0.85080594 |
| 95-th percentile | 5.6275531 |
| Maximum | 7.7448461 |
| Range | 9.1481415 |
| Interquartile range (IQR) | 1.241457 |
Descriptive statistics
| Standard deviation | 1.9249324 |
|---|---|
| Coefficient of variation (CV) | 2.6607511 |
| Kurtosis | 5.1420643 |
| Mean | 0.72345454 |
| Median Absolute Deviation (MAD) | 0.60905266 |
| Skewness | 2.254069 |
| Sum | 72.345454 |
| Variance | 3.7053649 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 4.919877657 × 10-9 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 7.491739418 | 1 | 1.0% |
| 7.744846064 | 1 | 1.0% |
| 7.513893703 | 1 | 1.0% |
| 7.129682578 | 1 | 1.0% |
| 6.47595855 | 1 | 1.0% |
| 5.58290016 | 1 | 1.0% |
| 4.623358257 | 1 | 1.0% |
| 3.706906804 | 1 | 1.0% |
| 2.772967491 | 1 | 1.0% |
| 2.180548016 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| -1.403295398 | 1 | |
| -1.277539197 | 1 | |
| -1.117792805 | 1 | |
| -1.029058316 | 1 | |
| -1.028891145 | 1 | |
| -1.011075693 | 1 | |
| -1.004169562 | 1 | |
| -0.9171560323 | 1 | |
| -0.8951149934 | 1 | |
| -0.8351778851 | 1 |
| Value | Count | Frequency (%) |
| 7.744846064 | 1 | |
| 7.513893703 | 1 | |
| 7.491739418 | 1 | |
| 7.129682578 | 1 | |
| 6.47595855 | 1 | |
| 5.58290016 | 1 | |
| 4.623358257 | 1 | |
| 3.706906804 | 1 | |
| 2.772967491 | 1 | |
| 2.559274691 | 1 |
ACF and PACF
macdhist_7
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.2265539 |
|---|---|
| Minimum | -3.4640564 |
| Maximum | 2.0316254 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -3.4640564 |
|---|---|
| 5-th percentile | -2.4937574 |
| Q1 | -0.67215815 |
| median | -0.097581862 |
| Q3 | 0.3612024 |
| 95-th percentile | 1.2833011 |
| Maximum | 2.0316254 |
| Range | 5.4956818 |
| Interquartile range (IQR) | 1.0333606 |
Descriptive statistics
| Standard deviation | 1.0740513 |
|---|---|
| Coefficient of variation (CV) | -4.7408204 |
| Kurtosis | 1.3343059 |
| Mean | -0.2265539 |
| Median Absolute Deviation (MAD) | 0.52771528 |
| Skewness | -0.81897877 |
| Sum | -22.65539 |
| Variance | 1.1535862 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 4.179183733 × 10-6 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -2.492786206 | 1 | 1.0% |
| -3.464056432 | 1 | 1.0% |
| -3.16864118 | 1 | 1.0% |
| -3.166037408 | 1 | 1.0% |
| -3.158596999 | 1 | 1.0% |
| -2.512209115 | 1 | 1.0% |
| -1.917227339 | 1 | 1.0% |
| -1.438246746 | 1 | 1.0% |
| -1.428590551 | 1 | 1.0% |
| -1.365594887 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| -3.464056432 | 1 | |
| -3.16864118 | 1 | |
| -3.166037408 | 1 | |
| -3.158596999 | 1 | |
| -2.512209115 | 1 | |
| -2.492786206 | 1 | |
| -1.97988723 | 1 | |
| -1.917227339 | 1 | |
| -1.849061343 | 1 | |
| -1.82286983 | 1 |
| Value | Count | Frequency (%) |
| 2.0316254 | 1 | |
| 1.988443738 | 1 | |
| 1.956767694 | 1 | |
| 1.613789247 | 1 | |
| 1.571872063 | 1 | |
| 1.268113191 | 1 | |
| 1.210995966 | 1 | |
| 0.9635881519 | 1 | |
| 0.9036388065 | 1 | |
| 0.8706968293 | 1 |
ACF and PACF
obv
Real number (ℝ)
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.809137 |
| Minimum | 0.0321743 |
|---|---|
| Maximum | 805.78962 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.0321743 |
|---|---|
| 5-th percentile | 0.088659096 |
| Q1 | 0.42654434 |
| median | 1.6500478 |
| Q3 | 5.6712958 |
| 95-th percentile | 29.838996 |
| Maximum | 805.78962 |
| Range | 805.75744 |
| Interquartile range (IQR) | 5.2447515 |
Descriptive statistics
| Standard deviation | 80.673606 |
|---|---|
| Coefficient of variation (CV) | 5.8420455 |
| Kurtosis | 96.59189 |
| Mean | 13.809137 |
| Median Absolute Deviation (MAD) | 1.3530768 |
| Skewness | 9.7523806 |
| Sum | 1380.9137 |
| Variance | 6508.2307 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 18.94995462 | 1 | 1.0% |
| 6.35891736 | 1 | 1.0% |
| 13.40398024 | 1 | 1.0% |
| 18.0017557 | 1 | 1.0% |
| 2.02466316 | 1 | 1.0% |
| 18.8616936 | 1 | 1.0% |
| 11.20648477 | 1 | 1.0% |
| 0.80789053 | 1 | 1.0% |
| 9.36610264 | 1 | 1.0% |
| 1.53413108 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 0.0321743 | 1 | |
| 0.04809814 | 1 | |
| 0.05372216 | 1 | |
| 0.055102 | 1 | |
| 0.08738507 | 1 | |
| 0.08872615 | 1 | |
| 0.1025109 | 1 | |
| 0.1345293 | 1 | |
| 0.18378563 | 1 | |
| 0.19946723 | 1 |
| Value | Count | Frequency (%) |
| 805.7896151 | 1 | |
| 58.80823865 | 1 | |
| 46.6760611 | 1 | |
| 43.15335119 | 1 | |
| 40.1093201 | 1 | |
| 29.2984526 | 1 | |
| 25.96430709 | 1 | |
| 20.39150256 | 1 | |
| 18.94995462 | 1 | |
| 18.8616936 | 1 |
target
Numeric time series
High correlation Non stationary
| Distinct | 94 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2233.0412 |
|---|---|
| Minimum | 2225.23 |
| Maximum | 2239.71 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2225.23 |
|---|---|
| 5-th percentile | 2226.6775 |
| Q1 | 2231.3 |
| median | 2232.935 |
| Q3 | 2235.015 |
| 95-th percentile | 2238.771 |
| Maximum | 2239.71 |
| Range | 14.48 |
| Interquartile range (IQR) | 3.715 |
Descriptive statistics
| Standard deviation | 3.2423586 |
|---|---|
| Coefficient of variation (CV) | 0.0014519923 |
| Kurtosis | -0.1065143 |
| Mean | 2233.0412 |
| Median Absolute Deviation (MAD) | 1.675 |
| Skewness | -0.15713677 |
| Sum | 223304.12 |
| Variance | 10.512889 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.06455000919 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2234.53 | 3 | 3.0% |
| 2231.84 | 2 | 2.0% |
| 2238 | 2 | 2.0% |
| 2231 | 2 | 2.0% |
| 2231.3 | 2 | 2.0% |
| 2228.62 | 1 | 1.0% |
| 2228.37 | 1 | 1.0% |
| 2233.4 | 1 | 1.0% |
| 2233.04 | 1 | 1.0% |
| 2232.94 | 1 | 1.0% |
| Other values (84) | 84 |
| Value | Count | Frequency (%) |
| 2225.23 | 1 | |
| 2226.04 | 1 | |
| 2226.43 | 1 | |
| 2226.58 | 1 | |
| 2226.63 | 1 | |
| 2226.68 | 1 | |
| 2227.15 | 1 | |
| 2228.09 | 1 | |
| 2228.14 | 1 | |
| 2228.3 | 1 |
| Value | Count | Frequency (%) |
| 2239.71 | 1 | |
| 2239.18 | 1 | |
| 2238.97 | 1 | |
| 2238.81 | 1 | |
| 2238.79 | 1 | |
| 2238.77 | 1 | |
| 2238.72 | 1 | |
| 2238.41 | 1 | |
| 2238 | 2 | |
| 2237.99 | 1 |
ACF and PACF
Interactions
Correlations
| close | ema_14 | ema_21 | ema_60 | ema_7 | high | low | macd_7 | macdhist_7 | macdsignal_7 | obv | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | target | volume | window_end_ms | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.562 | 0.559 | 0.594 | 0.770 | 0.950 | 0.940 | 0.422 | 0.542 | 0.070 | 0.000 | 0.871 | 0.655 | 0.370 | -0.272 | 0.554 | 0.562 | 0.559 | 0.594 | 0.770 | 0.506 | 0.000 | 0.600 | 0.600 |
| ema_14 | 0.562 | 1.000 | 0.831 | 0.698 | 0.822 | 0.578 | 0.622 | 0.138 | -0.090 | 0.325 | -0.202 | 0.613 | 0.197 | 0.203 | -0.608 | -0.075 | 1.000 | 0.831 | 0.698 | 0.822 | 0.359 | -0.202 | 0.700 | 0.700 |
| ema_21 | 0.559 | 0.831 | 1.000 | 0.777 | 0.682 | 0.562 | 0.631 | -0.224 | 0.212 | -0.128 | -0.330 | 0.585 | -0.003 | -0.103 | -0.807 | 0.022 | 0.831 | 1.000 | 0.777 | 0.682 | 0.394 | -0.330 | 0.779 | 0.779 |
| ema_60 | 0.594 | 0.698 | 0.777 | 1.000 | 0.660 | 0.552 | 0.665 | -0.129 | 0.319 | -0.157 | -0.372 | 0.595 | 0.170 | -0.097 | -0.795 | 0.165 | 0.698 | 0.777 | 1.000 | 0.660 | 0.619 | -0.372 | 0.998 | 0.998 |
| ema_7 | 0.770 | 0.822 | 0.682 | 0.660 | 1.000 | 0.795 | 0.827 | 0.374 | 0.208 | 0.322 | -0.037 | 0.829 | 0.546 | 0.292 | -0.404 | 0.201 | 0.822 | 0.682 | 0.660 | 1.000 | 0.394 | -0.037 | 0.660 | 0.660 |
| high | 0.950 | 0.578 | 0.562 | 0.552 | 0.795 | 1.000 | 0.924 | 0.443 | 0.515 | 0.106 | 0.048 | 0.938 | 0.642 | 0.373 | -0.258 | 0.509 | 0.578 | 0.562 | 0.552 | 0.795 | 0.487 | 0.048 | 0.558 | 0.558 |
| low | 0.940 | 0.622 | 0.631 | 0.665 | 0.827 | 0.924 | 1.000 | 0.340 | 0.563 | 0.027 | -0.104 | 0.950 | 0.599 | 0.265 | -0.365 | 0.513 | 0.622 | 0.631 | 0.665 | 0.827 | 0.532 | -0.104 | 0.670 | 0.670 |
| macd_7 | 0.422 | 0.138 | -0.224 | -0.129 | 0.374 | 0.443 | 0.340 | 1.000 | -0.084 | 0.738 | 0.402 | 0.409 | 0.791 | 0.851 | 0.444 | 0.339 | 0.138 | -0.224 | -0.129 | 0.374 | 0.131 | 0.402 | -0.125 | -0.125 |
| macdhist_7 | 0.542 | -0.090 | 0.212 | 0.319 | 0.208 | 0.515 | 0.563 | -0.084 | 1.000 | -0.646 | -0.052 | 0.517 | 0.286 | -0.224 | -0.101 | 0.722 | -0.090 | 0.212 | 0.319 | 0.208 | 0.375 | -0.052 | 0.325 | 0.325 |
| macdsignal_7 | 0.070 | 0.325 | -0.128 | -0.157 | 0.322 | 0.106 | 0.027 | 0.738 | -0.646 | 1.000 | 0.294 | 0.102 | 0.382 | 0.749 | 0.285 | -0.195 | 0.325 | -0.128 | -0.157 | 0.322 | -0.158 | 0.294 | -0.157 | -0.157 |
| obv | 0.000 | -0.202 | -0.330 | -0.372 | -0.037 | 0.048 | -0.104 | 0.402 | -0.052 | 0.294 | 1.000 | -0.028 | 0.303 | 0.382 | 0.493 | 0.101 | -0.202 | -0.330 | -0.372 | -0.037 | -0.104 | 1.000 | -0.370 | -0.370 |
| open | 0.871 | 0.613 | 0.585 | 0.595 | 0.829 | 0.938 | 0.950 | 0.409 | 0.517 | 0.102 | -0.028 | 1.000 | 0.613 | 0.303 | -0.313 | 0.477 | 0.613 | 0.585 | 0.595 | 0.829 | 0.493 | -0.028 | 0.601 | 0.601 |
| rsi_14 | 0.655 | 0.197 | -0.003 | 0.170 | 0.546 | 0.642 | 0.599 | 0.791 | 0.286 | 0.382 | 0.303 | 0.613 | 1.000 | 0.633 | 0.210 | 0.510 | 0.197 | -0.003 | 0.170 | 0.546 | 0.284 | 0.303 | 0.174 | 0.174 |
| rsi_21 | 0.370 | 0.203 | -0.103 | -0.097 | 0.292 | 0.373 | 0.265 | 0.851 | -0.224 | 0.749 | 0.382 | 0.303 | 0.633 | 1.000 | 0.339 | 0.228 | 0.203 | -0.103 | -0.097 | 0.292 | 0.155 | 0.382 | -0.094 | -0.094 |
| rsi_60 | -0.272 | -0.608 | -0.807 | -0.795 | -0.404 | -0.258 | -0.365 | 0.444 | -0.101 | 0.285 | 0.493 | -0.313 | 0.210 | 0.339 | 1.000 | 0.141 | -0.608 | -0.807 | -0.795 | -0.404 | -0.378 | 0.493 | -0.800 | -0.800 |
| rsi_7 | 0.554 | -0.075 | 0.022 | 0.165 | 0.201 | 0.509 | 0.513 | 0.339 | 0.722 | -0.195 | 0.101 | 0.477 | 0.510 | 0.228 | 0.141 | 1.000 | -0.075 | 0.022 | 0.165 | 0.201 | 0.377 | 0.101 | 0.184 | 0.184 |
| sma_14 | 0.562 | 1.000 | 0.831 | 0.698 | 0.822 | 0.578 | 0.622 | 0.138 | -0.090 | 0.325 | -0.202 | 0.613 | 0.197 | 0.203 | -0.608 | -0.075 | 1.000 | 0.831 | 0.698 | 0.822 | 0.359 | -0.202 | 0.700 | 0.700 |
| sma_21 | 0.559 | 0.831 | 1.000 | 0.777 | 0.682 | 0.562 | 0.631 | -0.224 | 0.212 | -0.128 | -0.330 | 0.585 | -0.003 | -0.103 | -0.807 | 0.022 | 0.831 | 1.000 | 0.777 | 0.682 | 0.394 | -0.330 | 0.779 | 0.779 |
| sma_60 | 0.594 | 0.698 | 0.777 | 1.000 | 0.660 | 0.552 | 0.665 | -0.129 | 0.319 | -0.157 | -0.372 | 0.595 | 0.170 | -0.097 | -0.795 | 0.165 | 0.698 | 0.777 | 1.000 | 0.660 | 0.619 | -0.372 | 0.998 | 0.998 |
| sma_7 | 0.770 | 0.822 | 0.682 | 0.660 | 1.000 | 0.795 | 0.827 | 0.374 | 0.208 | 0.322 | -0.037 | 0.829 | 0.546 | 0.292 | -0.404 | 0.201 | 0.822 | 0.682 | 0.660 | 1.000 | 0.394 | -0.037 | 0.660 | 0.660 |
| target | 0.506 | 0.359 | 0.394 | 0.619 | 0.394 | 0.487 | 0.532 | 0.131 | 0.375 | -0.158 | -0.104 | 0.493 | 0.284 | 0.155 | -0.378 | 0.377 | 0.359 | 0.394 | 0.619 | 0.394 | 1.000 | -0.104 | 0.618 | 0.618 |
| volume | 0.000 | -0.202 | -0.330 | -0.372 | -0.037 | 0.048 | -0.104 | 0.402 | -0.052 | 0.294 | 1.000 | -0.028 | 0.303 | 0.382 | 0.493 | 0.101 | -0.202 | -0.330 | -0.372 | -0.037 | -0.104 | 1.000 | -0.370 | -0.370 |
| window_end_ms | 0.600 | 0.700 | 0.779 | 0.998 | 0.660 | 0.558 | 0.670 | -0.125 | 0.325 | -0.157 | -0.370 | 0.601 | 0.174 | -0.094 | -0.800 | 0.184 | 0.700 | 0.779 | 0.998 | 0.660 | 0.618 | -0.370 | 1.000 | 1.000 |
| window_start_ms | 0.600 | 0.700 | 0.779 | 0.998 | 0.660 | 0.558 | 0.670 | -0.125 | 0.325 | -0.157 | -0.370 | 0.601 | 0.174 | -0.094 | -0.800 | 0.184 | 0.700 | 0.779 | 0.998 | 0.660 | 0.618 | -0.370 | 1.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| pair | open | high | low | close | volume | window_start_ms | window_end_ms | candle_seconds | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1751995080000 | ETH/EUR | 2230.12 | 2230.12 | 2224.84 | 2224.84 | 18.949955 | 1751995080000 | 1751995140000 | 60 | 2231.495714 | 2226.547143 | 2218.427143 | 2206.469667 | 2231.495714 | 2226.547143 | 2218.427143 | 2206.469667 | 44.346154 | 70.914573 | 70.412844 | 66.630037 | 4.998953 | 7.491739 | -2.492786 | 18.949955 | 2231.88 |
| 1751995140000 | ETH/EUR | 2224.60 | 2226.56 | 2224.08 | 2226.56 | 6.358917 | 1751995140000 | 1751995200000 | 60 | 2231.234286 | 2227.467857 | 2219.568571 | 2207.069000 | 2231.234286 | 2227.467857 | 2219.568571 | 2207.069000 | 46.624862 | 65.407602 | 70.839854 | 66.519662 | 4.280790 | 7.744846 | -3.464056 | 6.358917 | 2231.84 |
| 1751995200000 | ETH/EUR | 2227.86 | 2232.79 | 2227.86 | 2232.79 | 13.403980 | 1751995200000 | 1751995260000 | 60 | 2230.830000 | 2228.757857 | 2221.049524 | 2207.730333 | 2230.830000 | 2228.757857 | 2221.049524 | 2207.730333 | 44.580620 | 69.212766 | 74.745385 | 67.626155 | 4.345253 | 7.513894 | -3.168641 | 13.403980 | 2231.84 |
| 1751995260000 | ETH/EUR | 2232.55 | 2232.75 | 2230.08 | 2230.08 | 18.001756 | 1751995260000 | 1751995320000 | 60 | 2230.655714 | 2229.531429 | 2222.430952 | 2208.308500 | 2230.655714 | 2229.531429 | 2222.430952 | 2208.308500 | 47.510204 | 61.982740 | 72.339442 | 65.350916 | 3.963645 | 7.129683 | -3.166037 | 18.001756 | 2228.62 |
| 1751995320000 | ETH/EUR | 2229.56 | 2229.56 | 2226.58 | 2228.71 | 2.024663 | 1751995320000 | 1751995380000 | 60 | 2229.972857 | 2229.852143 | 2223.710000 | 2208.833833 | 2229.972857 | 2229.852143 | 2223.710000 | 2208.833833 | 39.907095 | 55.397932 | 70.497558 | 64.001421 | 3.317362 | 6.475959 | -3.158597 | 2.024663 | 2229.19 |
| 1751995380000 | ETH/EUR | 2228.50 | 2231.88 | 2228.50 | 2231.88 | 18.861694 | 1751995380000 | 1751995440000 | 60 | 2229.528571 | 2230.339286 | 2225.177143 | 2209.412167 | 2229.528571 | 2230.339286 | 2225.177143 | 2209.412167 | 43.865878 | 57.764117 | 72.684435 | 64.993087 | 3.070691 | 5.582900 | -2.512209 | 18.861694 | 2229.40 |
| 1751995440000 | ETH/EUR | 2230.79 | 2231.84 | 2230.79 | 2231.84 | 11.206485 | 1751995440000 | 1751995500000 | 60 | 2229.528571 | 2230.722143 | 2226.550000 | 2209.981000 | 2229.528571 | 2230.722143 | 2226.550000 | 2209.981000 | 50.000000 | 56.299953 | 71.837600 | 64.809511 | 2.706131 | 4.623358 | -1.917227 | 11.206485 | 2228.37 |
| 1751995500000 | ETH/EUR | 2231.83 | 2231.84 | 2231.83 | 2231.84 | 0.807891 | 1751995500000 | 1751995560000 | 60 | 2230.528571 | 2231.012143 | 2227.874286 | 2210.571167 | 2230.528571 | 2231.012143 | 2227.874286 | 2210.571167 | 72.965879 | 54.922405 | 71.395599 | 65.537516 | 2.268660 | 3.706907 | -1.438247 | 0.807891 | 2233.40 |
| 1751995560000 | ETH/EUR | 2231.83 | 2231.83 | 2228.62 | 2228.62 | 9.366103 | 1751995560000 | 1751995620000 | 60 | 2230.822857 | 2231.028571 | 2228.586190 | 2210.970333 | 2230.822857 | 2231.028571 | 2228.586190 | 2210.970333 | 56.152927 | 50.262258 | 62.762506 | 60.993298 | 1.344377 | 2.772967 | -1.428591 | 9.366103 | 2232.94 |
| 1751995620000 | ETH/EUR | 2228.68 | 2229.65 | 2227.50 | 2229.19 | 1.534131 | 1751995620000 | 1751995680000 | 60 | 2230.308571 | 2230.569286 | 2229.274762 | 2211.440667 | 2230.308571 | 2230.569286 | 2229.274762 | 2211.440667 | 33.754513 | 41.355203 | 62.448347 | 63.336484 | 0.814953 | 2.180548 | -1.365595 | 1.534131 | 2233.04 |
| pair | open | high | low | close | volume | window_start_ms | window_end_ms | candle_seconds | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752000480000 | ETH/EUR | 2235.58 | 2235.58 | 2234.87 | 2235.10 | 0.199467 | 1752000480000 | 1752000540000 | 60 | 2235.740000 | 2234.258571 | 2233.480952 | 2233.755833 | 2235.740000 | 2234.258571 | 2233.480952 | 2233.755833 | 61.879896 | 61.682243 | 62.700229 | 53.284204 | 0.770650 | 0.855177 | -0.084527 | 0.199467 | 2235.00 |
| 1752000540000 | ETH/EUR | 2234.10 | 2234.69 | 2233.83 | 2234.69 | 2.554698 | 1752000540000 | 1752000600000 | 60 | 2235.614286 | 2234.350000 | 2233.623333 | 2233.797667 | 2235.614286 | 2234.350000 | 2233.623333 | 2233.797667 | 34.615385 | 58.163265 | 61.115242 | 52.035685 | 0.605171 | 0.818130 | -0.212958 | 2.554698 | 2236.53 |
| 1752000600000 | ETH/EUR | 2234.62 | 2234.62 | 2234.40 | 2234.40 | 5.102867 | 1752000600000 | 1752000660000 | 60 | 2235.414286 | 2234.497857 | 2233.744762 | 2233.862000 | 2235.414286 | 2234.497857 | 2233.744762 | 2233.862000 | 26.027397 | 64.680851 | 59.381898 | 53.200663 | 0.453283 | 0.752111 | -0.298829 | 5.102867 | 2238.79 |
| 1752000660000 | ETH/EUR | 2234.53 | 2234.59 | 2233.71 | 2233.76 | 1.267367 | 1752000660000 | 1752000720000 | 60 | 2235.014286 | 2234.580714 | 2233.861905 | 2233.862167 | 2235.014286 | 2234.580714 | 2233.861905 | 2233.862167 | 0.000000 | 57.816712 | 58.991228 | 50.008661 | 0.288643 | 0.740169 | -0.451527 | 1.267367 | 2238.72 |
| 1752000720000 | ETH/EUR | 2234.19 | 2234.60 | 2234.19 | 2234.60 | 0.761491 | 1752000720000 | 1752000780000 | 60 | 2234.844286 | 2234.741429 | 2233.952857 | 2233.805667 | 2234.844286 | 2234.741429 | 2233.952857 | 2233.805667 | 29.268293 | 64.044944 | 57.273420 | 46.880177 | 0.269659 | 0.686997 | -0.417339 | 0.761491 | 2238.81 |
| 1752000780000 | ETH/EUR | 2234.59 | 2235.00 | 2234.59 | 2235.00 | 10.077191 | 1752000780000 | 1752000840000 | 60 | 2234.734286 | 2234.935000 | 2234.129524 | 2233.755667 | 2234.734286 | 2234.935000 | 2234.129524 | 2233.755667 | 38.153846 | 66.227545 | 65.292663 | 47.258772 | 0.327916 | 0.723897 | -0.395981 | 10.077191 | 2238.97 |
| 1752000840000 | ETH/EUR | 2236.52 | 2236.53 | 2236.38 | 2236.53 | 0.088726 | 1752000840000 | 1752000900000 | 60 | 2234.868571 | 2235.239286 | 2234.378571 | 2233.711500 | 2234.868571 | 2235.239286 | 2234.378571 | 2233.711500 | 60.217391 | 71.602434 | 69.157509 | 47.593971 | 0.515133 | 0.730735 | -0.215602 | 0.088726 | 2239.71 |
| 1752000900000 | ETH/EUR | 2236.37 | 2238.79 | 2236.37 | 2238.79 | 9.062223 | 1752000900000 | 1752000960000 | 60 | 2235.395714 | 2235.567857 | 2234.637619 | 2233.717833 | 2235.395714 | 2235.567857 | 2234.637619 | 2233.717833 | 78.963893 | 72.549020 | 69.624820 | 50.335926 | 0.882485 | 0.787109 | 0.095376 | 9.062223 | 2238.77 |
| 1752000960000 | ETH/EUR | 2239.00 | 2239.32 | 2238.72 | 2238.72 | 2.097874 | 1752000960000 | 1752001020000 | 60 | 2235.971429 | 2235.792857 | 2234.890476 | 2233.754833 | 2235.971429 | 2235.792857 | 2234.890476 | 2233.754833 | 83.416252 | 67.716535 | 69.142033 | 52.028509 | 1.096430 | 0.850065 | 0.246365 | 2.097874 | 2237.03 |
| 1752001020000 | ETH/EUR | 2238.73 | 2238.81 | 2238.72 | 2238.81 | 11.697427 | 1752001020000 | 1752001080000 | 60 | 2236.601429 | 2236.007857 | 2235.199048 | 2233.768333 | 2236.601429 | 2236.007857 | 2235.199048 | 2233.768333 | 87.821612 | 67.200000 | 75.155280 | 50.759707 | 1.189086 | 0.853029 | 0.336057 | 11.697427 | 2236.49 |